Roberto Martín-Martín

Roberto Martín-Martín

Stanford University

H-index: 35

North America-United States

About Roberto Martín-Martín

Roberto Martín-Martín, With an exceptional h-index of 35 and a recent h-index of 35 (since 2020), a distinguished researcher at Stanford University, specializes in the field of Robotics, Artificial Perception, Machine Learning, Interactive Perception, Probabilistic Reasoning.

His recent articles reflect a diverse array of research interests and contributions to the field:

Behavior-1k: A human-centered, embodied ai benchmark with 1,000 everyday activities and realistic simulation

TeleMoMa: A Modular and Versatile Teleoperation System for Mobile Manipulation

Elden: Exploration via local dependencies

DROID: A Large-Scale In-The-Wild Robot Manipulation Dataset

A dual representation framework for robot learning with human guidance

Task-driven graph attention for hierarchical relational object navigation

Open x-embodiment: Robotic learning datasets and rt-x models

Model-Agnostic Hierarchical Attention for 3D Object Detection

Roberto Martín-Martín Information

University

Position

Postdoc at

Citations(all)

5124

Citations(since 2020)

4898

Cited By

1071

hIndex(all)

35

hIndex(since 2020)

35

i10Index(all)

52

i10Index(since 2020)

51

Email

University Profile Page

Stanford University

Google Scholar

View Google Scholar Profile

Roberto Martín-Martín Skills & Research Interests

Robotics

Artificial Perception

Machine Learning

Interactive Perception

Probabilistic Reasoning

Top articles of Roberto Martín-Martín

Title

Journal

Author(s)

Publication Date

Behavior-1k: A human-centered, embodied ai benchmark with 1,000 everyday activities and realistic simulation

arXiv preprint arXiv:2403.09227

Chengshu Li

Ruohan Zhang

Josiah Wong

Cem Gokmen

Sanjana Srivastava

...

2024/3/14

TeleMoMa: A Modular and Versatile Teleoperation System for Mobile Manipulation

arXiv preprint arXiv:2403.07869

Shivin Dass

Wensi Ai

Yuqian Jiang

Samik Singh

Jiaheng Hu

...

2024/3/12

Elden: Exploration via local dependencies

Advances in Neural Information Processing Systems

Zizhao Wang

Jiaheng Hu

Peter Stone

Roberto Martín-Martín

2024/2/13

DROID: A Large-Scale In-The-Wild Robot Manipulation Dataset

arXiv preprint arXiv:2403.12945

Alexander Khazatsky

Karl Pertsch

Suraj Nair

Ashwin Balakrishna

Sudeep Dasari

...

2024/3/19

A dual representation framework for robot learning with human guidance

Ruohan Zhang

Dhruva Bansal

Yilun Hao

Ayano Hiranaka

Jialu Gao

...

2023/3/6

Task-driven graph attention for hierarchical relational object navigation

Michael Lingelbach

Chengshu Li

Minjune Hwang

Andrey Kurenkov

Alan Lou

...

2023/5/29

Open x-embodiment: Robotic learning datasets and rt-x models

arXiv preprint arXiv:2310.08864

Abhishek Padalkar

Acorn Pooley

Ajinkya Jain

Alex Bewley

Alex Herzog

...

2023/10/13

Model-Agnostic Hierarchical Attention for 3D Object Detection

Manli Shu

Le Xue

Ning Yu

Roberto Martín-Martín

Juan Carlos Niebles

...

2024/5/13

M-ember: Tackling long-horizon mobile manipulation via factorized domain transfer

Bohan Wu

Roberto Martin-Martin

Li Fei-Fei

2023/5/29

Mini-BEHAVIOR: A Procedurally Generated Benchmark for Long-horizon Decision-Making in Embodied AI

arXiv preprint arXiv:2310.01824

Emily Jin

Jiaheng Hu

Zhuoyi Huang

Ruohan Zhang

Jiajun Wu

...

2023/10/3

Procedure-aware pretraining for instructional video understanding

Honglu Zhou

Roberto Martín-Martín

Mubbasir Kapadia

Silvio Savarese

Juan Carlos Niebles

2023

Ulip-2: Towards scalable multimodal pre-training for 3d understanding

Le Xue

Ning Yu

Shu Zhang

Junnan Li

Roberto Martín-Martín

...

2024/6/19

Mutex: Learning unified policies from multimodal task specifications

arXiv preprint arXiv:2309.14320

Rutav Shah

Roberto Martín-Martín

Yuke Zhu

2023/9/25

Ulip: Learning a unified representation of language, images, and point clouds for 3d understanding

Le Xue

Mingfei Gao

Chen Xing

Roberto Martín-Martín

Jiajun Wu

...

2023

Causal policy gradient for whole-body mobile manipulation

arXiv preprint arXiv:2305.04866

Jiaheng Hu

Peter Stone

Roberto Martín-Martín

2023/5/4

Modeling dynamic environments with scene graph memory

Andrey Kurenkov

Michael Lingelbach

Tanmay Agarwal

Emily Jin

Chengshu Li

...

2023/7/3

BaRiFlex: A Robotic Gripper with Versatility and Collision Robustness for Robot Learning

arXiv preprint arXiv:2312.05323

Gu-Cheol Jeong

Arpit Bahety

Gabriel Pedraza

Ashish D Deshpande

Roberto Martín-Martín

2023/12/8

Behavior-1k: A benchmark for embodied ai with 1,000 everyday activities and realistic simulation

Chengshu Li

Ruohan Zhang

Josiah Wong

Cem Gokmen

Sanjana Srivastava

...

2023/3/6

Principles and guidelines for evaluating social robot navigation algorithms

arXiv preprint arXiv:2306.16740

Anthony Francis

Claudia Pérez-d'Arpino

Chengshu Li

Fei Xia

Alexandre Alahi

...

2023/6/29

Model-Based Runtime Monitoring with Interactive Imitation Learning

arXiv preprint arXiv:2310.17552

Huihan Liu

Shivin Dass

Roberto Martín-Martín

Yuke Zhu

2023/10/26

See List of Professors in Roberto Martín-Martín University(Stanford University)

Co-Authors

H-index: 144
Li Fei-Fei

Li Fei-Fei

Stanford University

H-index: 105
Silvio Savarese

Silvio Savarese

Stanford University

H-index: 92
Ken Goldberg

Ken Goldberg

University of California, Berkeley

H-index: 78
Chelsea Finn

Chelsea Finn

Stanford University

H-index: 59
Jiajun Wu

Jiajun Wu

Stanford University

H-index: 51
Oliver Brock

Oliver Brock

Technische Universität Berlin

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